Incorporating feature hierarchy and boosting to achieve more effective classifier training and concept-oriented video summarization and skimming, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) | DeepDyve
Incorporating feature hierarchy and boosting to achieve more effective classifier training and concept-oriented video summarization and skimming, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) | DeepDyve
Dec 16, 2014
deepdyve.com
We’ve developed a hierarchical reinforcement learning algorithm that learns high-level actions useful for solving a range of tasks, allowing fast solving of tasks requiring thousands of timesteps. Our algorithm, when applied to a set of navigation problems, discovers a set of high-level actions for walking and crawling in different directions, which enables the agent to master new navigation tasks quickly. Details: https://blog.openai.com/learning-a-hierarchy/ Code: https://github.com/openai/mls
0:46
We’ve developed a hierarchical reinforcement learning algorithm that learns high-level actions useful for solving a range of tasks, allowing fast solving of tasks requiring thousands of timesteps. Our algorithm, when applied to a set of navigation problems, discovers a set of high-level actions for walking and crawling in different directions, which enables the agent to master new navigation tasks quickly. Details: https://blog.openai.com/learning-a-hierarchy/ Code: https://github.com/openai/mls
4.7K viewsOct 26, 2017
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